TY  - JA
AU  - Olagunju, K.O.
AU  - Ogunniyi,A.
AU  - Awotide,B.A.
AU  - Adenuga,A.H.
AU  - Ashagidigbi,W.M.
TI  - Evaluating the distributional impacts of drought-tolerant maize varieties on productivity and welfare outcomes : : an instrumental variable quantile treatment effects approach
SN  - 1756-5529
PY  - 2019///
CY  - United Kingdom
PB  - Taylor and Francis
KW  - Impact assessment
KW  - AGROVOC
KW  - Maize
KW  - Drought tolerance
KW  - Livelihoods
KW  - Yields
N1  - Peer review
N2  - In an attempt to go beyond the conventional mean impact assessment of agricultural interventions, this paper examines the distributional impacts of adoption of drought-tolerant maize varieties (DTMVs) on the productivity and welfare outcomes of rural farming households in Nigeria. The study employed a conditional instrumental variable quantile treatment effects approach to control for selection bias that may arise from both observed and unobserved factors. The empirical findings revealed that adoption significantly impacts the distributions of maize yield and farming households' welfare. In particular, the effects of adoption are larger at the lower tails of the distributions of yield and welfare outcomes, suggesting that the strategic roles of DTMVs adoption in raising productivity and reducing poverty are better among poor farming households. These findings emphasize that effective targeting and dissemination of improved agricultural technologies are critical for increasing maize yield and improving welfare outcomes of rural farmers in Nigeria. Policy measures targeted at tackling dissemination constraints, such as the promotion of informal seed sector, may help enhance the successful dissemination and adoption of DTMVs or any agricultural intervention without masking out any sub-groups
DO  - https://doi.org/10.1080/17565529.2019.1701401
T2  - Climate and Development
ER  -